機器視覺實驗室於2011年9月由許開宇教授創建,為交通部建設項目,隸屬於上海海事大學意昂3娱乐,地點位於意昂3娱乐樓438室。實驗室具有先進的以可見光和紅外探測器為核心的機器視覺處理的實驗平臺,同時具備鮮明的航運特色,可以為海上目標檢測跟蹤、智能圖像處理等機器視覺、人工智能關鍵技術的解決提供強有力的支持🎲,同時可以為航運類、通信類等人才的培養提供前沿實驗研究的平臺。
實驗室在硬件方面配有AIS船站、雙視場紅外熱像儀、工業監控紅外、可見光系統🧗🏻♂️🔁、手持紅外熱成像儀、視頻處理開發平臺、雙核視音頻處理開發平臺、服務器與磁盤陣列等🍧💆🏼♀️。在軟件方面配有CCS3.3開發軟件等。
視頻處理開發平臺教師終端 | 視頻處理開發平臺學生終端 |
紅外熱像儀 | 手持式紅外熱像儀 |
AIS船站
A 工業監控紅外、可見光信息采集 | B 監控系統顯示終端 |
C 監控系統控製 | D 學生實驗終端 |
工業監控紅外、可見光電視系統
區域I整體布局
實驗室現有教授1人、副教授7人、講師(工程師)4人🈵。每年招收碩士20余人。研究方向包括🗃:船舶目標檢測跟蹤、紅外小目標檢測及其SOC設計研究、低功耗智能圖像處理VLSI電路結構研究、水聲信號的采集處理、水聲圖像處理、船舶導航信息的采集處理⚾️、電子海圖信息處理系統🫶、圖像多尺度分析理論🪻、智能信息處理與模式識別、壓縮感知🧑🎤、深度學習理論應用研究、視頻分析與處理、模式識別🤾🏼♂️、機器學習、遙感圖像處理、視頻壓縮編碼及多媒體通信、激光測量技術🤼♂️、微細顆粒(PM2.5等)測量等。
研究團隊骨幹成員🥷🏼:徐誌京、周薇娜、劉坤🪶、黃洪瓊、陳淑榮、任蕾🦹♀️、薄華🌿👈🏽、楊靜👍🏻、張璐、胡文驊🙅🏻、唐祖權🤲🏽👆、林鑫偉、彭旖旎(排名不分先後)
實驗室承擔的項目(列出部分):
1.“基於壓縮感知的無人機實時魯棒低功耗海上紅外目標檢測方法研究”,國家自然科學基金
2.“誤碼信道下基於率失真優化的視頻壓縮編碼參數選擇研究”,國家自然科學基金項目
3.“基於LRMR的海上紅外小目標實時跟蹤方法及電路”,中國博士後科學基金
4.“工業粉塵(PM2.5,PM10等)在線連續實時測量系統的研究”©️,中國博士後科學基金
5.“海上遙感紅外目標圖像的低功耗采樣與傳輸的機理及電路研究”🍠,上海市教委科研創新項目
6.“復雜海洋環境中紅外線成像仿真技術研究”🍤,上海市教委科研創新重點項目
7.“船舶紅外目標檢測與跟蹤技術研究”,上海市教委優青項目
8.“面向嵌入式應用的高分辨率人臉實時檢測, 專用集成電路與系統國家重點實驗室開放課題
9.“基於稀疏表示的目標融合識別算法研究”,航空科學基金
10.“基於高分辨率智能攝像頭的高速人臉檢測算法及關鍵技術研究”👩🏿🦱,上海海事大學科研專項基金
11.“基於壓縮感知的聲納成像關鍵技術研究”,上海海事大學科研專項基金
12.“行人目標快速檢測算法的研究”,橫向重點項目(研究經費100萬)
實驗室發表論文(列出部分):
- Weina Zhou, Xiangyang Xue, Yun Chen. low-rank and sparse decomposition based frame difference method for small infrared target detection in coastal surveillance, IEICE transactions on Information& System,2016, E99-D(2):554-557.(SCI源)
- Weina Zhou, Huafeng Wu, Xiaoyang Zeng. A Low Cost Architecture for High Performance Face Detection, Microprocessors and Microsystems, 2015, 39(6):339-347.(SCI源)
- Weina Zhou, Lin Dai, Yao Zou, Xiaoyang Zeng, Jun Han. A High Speed Reconfigurable Face Detection Architecture Based on AdaBoost Cascade Algorithm, IEICE Transactions on Information & System, 2012,E95-D, no.2, pp.383-391.(SCI源)
- Zhijing Xu, Junjun Zhang, Yun Zhang, RGB Image Processing Based on Compressed Sensing, IET International Conference on Information Science and Control Engineering, 2012, 543-547.
- Zhijing Xu, Li Jiang, Huanlei Dai, A method of seabed soil image reconstruction based on Compressed Sensing, Advanced Materials Research, 2012, 487, 3-6.
- Zhijing Xu, Zhongzhou Wang, Research on Image Watermarking Algorithm based on DCT, International Conference on Environmental Science and Information Application Technology ,2011, 1129-1135.
- Zhijing Xu, HuanLei Dai, PeiPei Cao, Processing of Sonar Image Based on Compressive Sensing, Advanced Materials Research, 2011, 719-723.
- Weina Zhou, Yao Zou, Lin Dai, Xiaoyang Zeng. A high speed reconfigurable face detection architecture, in proceeding of 9th IEEE International Conference on ASIC(ASICON), 2011:83-86.Oct. (EI)
- Weina Zhou, Shuai Wang, Xiaoyang Zeng. The Design and Realization of a Divider with Adjustable Precision in Fingerprint Enhancement, Asia-Pacific Signal and Information Processing Association Annual Summit and Conference(APSIPA ASC) 2011, Oct. 1145-1148(EI)
- Zhou Weina, Han jun, Zeng Xiaoyang, Yan Weiwei. Fingerprint verification based on wavelet and edge detection,Proceedings of 9th International Conference on Electronic Measurement and Instruments (ICEMI), 2009, 3: 1001-1004.(EI)
- Zhou Weina, Xu Zhijing, Hu Wenhua, A Target Detection System Based on Matlab Web Server, Proceeding of 2nd International Symposium on Test Automation and Instrumentation (ISTAI), 2008, 4: 2158-2161. (ISTP: BLK80)
- Zhou Weina, Xu Kaiyu, Li Shuangyi, A Method for Ship Target Detection Based on Image Fusion🤸♀️,Proceedings of 8th International Conference on Electronic Measurement and Instruments (ICEMI), 2007, 2: 923-926. (EI: 083811549958, ISTP: BGX83)
- Xu Kaiyu, Hu Wenhua, Zhou Weina, Target Detection Based on the Artificial Neural Network Technology. The 9th International Conference on Control, Automation, Robotics and Vision, 2: 337-341, 2006. (EI)
- Xu Kaiyu, Hu Wenhua, Zhou Weina, Target Detection in Infrared Image Sequence Based on Background Prediction. Journal of Computational Information Systems. 2(3): 959-963, 2006. (EI)
- Xu Kaiyu, Hu Wenhua, Zhou Weina, Target Detection Based on the Background Prediction. 1st International Symposium on Test Automation and Instrumentation, 2: 869-872, 2006. (ISTP)
- Zhijing Xu, Peipei Cao, The Underwater Target Detection Based on Multi-Feature Fusion, International Conference on Computers, Communications, Control and Automation, 2011, 460-463.
- Zhijing Xu , Jing Wang, Research on Sonar Image Denoising Algorithm Based on Median Filter and Morphology, Progress of Computer Technology Application, 2010, 232-235.
- Zhijing Xu, Bo Hu,Wireless Positioning Technology Research Based on CC2431, Electronic Design Engineering, 2009, 17(10), 10-13.
- Zhijing Xu, Weina Zhou, Study on Collection and Processing of the AIS’s Output Data, Navigation Technology, 2006, 2, 29-31.
- Zhijing Xu, Kaiyu Xu, Wenhua Hu, Research on ship navigation test system based on GPS, China Institute of Navigation Communication Navigation Professional Committee Symposium, 2006, 1-4.
- Zhijing Xu, Jiexian Wang, Numerical method to calculate coordinate transformation between AIS and radar object for information fusion, Journal of Shanghai Maritime University, 2005, 4, 78-81.
- Zongqiang An, Zhijing Xu, Study of acquisition and processing system to water quality based on Solinst Leverlogger3001,Electronic Design Engineering, 2012, 20(2), 100-103.
- Deying Feng, Kaiyu Xu, Xuzhijing, Sea-sky-line Detection in Infrared Images, Infrared, 2008, 29(9), 33-36.
- Weina Zhou ,Zhijing Xu, A Target Detection System Based on Matlab Web Server, proceedings of the second international symposium on Test Automation & Instrumentation, 2008, 2158-2161.
- Kaiyu Xu, Zhijing Xu, Huayao Zhen, Applications of wavelet transformation in ENC vector conversion,Journal of Shanghai Maritime University, 2005, 3, 68-71.
- Jiexian Wang, Zhijing Xu, Method of Calculating Numerical Derivative of Jacobin Matrix for Transform Among Space Cartesian Geodetic and Plan Co-ordinates, Journal of Geodesy and Geodynamics, 2004, 24(4), 19-23.
- Liu Kun, Guo Lei, Chen Jingsong. The Contourlet Transform for Image Fusion Using Cycle Spinning. System Engineering and Electronics, Vol. 22 (2) :353~357, 2011. (SCI:750ET)
- Liu Kun, Guo Lei, Li Huihui. Fusion of Infrared and Visible Light Images Based on Region Segmentation. Chinese Journal of Aeronautic, Vol.22(1):75~80,2009. (SCI:422NE)
- Liu Kun, Wang Xiaofeng. Oil Spill in SAR Image Denoising Method Based on Contourlet HMT, International Conference on Advanced Materials in Microwaves and Optics(AMMO2011),2011, 545~549, Bangkok, Thailand. (EI: 20120814796848)
- Hongqiong Huang,etc. Simulation of campus network’s video service performance based on OPNET [J], Microcomputer & its Applications. Vol.33 No.7. 2014.
- Zhang, J. Kulon, “Comparative Study of Square and Sine Wave Excitation Methods for the Measurement of Aerosol Particles Charge and Size Distribution using Phase Doppler Anemometry: Signal Processing Strategy, System Modelling and Optimisation”, IEEE Trans. Instrum. Meas. Vol. 60, No. 4, pp. 1397-1407, Apr. 2011.
- Jing Yang and Xiangzhong Fang, “Rate-distortion Optimized Selection of Motion Vectors for Video Transmission over Packet-loss channels”, IEICE Transactions on Communications, Vol.E89-B, No. 12, pp.3494-3496, Dec. 2006.(SCI: 117MS)
- Jing Yang ,Xiangzhong Fang and Hongkai Xiong,“A Joint Rate Control Scheme for H.264 Encoding of Multiple Video Sequences”, IEEE Transactions on Consumer Electronics,Vol. 51, No. 2, pp.617-623, MAY 2005. (SCI: 940WZ)
- Jing Yang and Xiangzhong Fang, “A Novel Dynamic Frame Rate Control Algorithm for H.264 Low-bit-rate Video Coding”, High Technology Letters. Vol. 13, No. 1, pp. 53-57, Mar. 2007. (EI:071910594613)
- Ren Lei, Shi Chaojian, Ran Xin, Peng Jing, Salient target detection under sea environment using fractional Fourier transform, ICIC Express Letters, 2012, Vol.6, No.9, 2225-2230(EI檢索)
實驗室申請相關發明專利(列出部分)😦:
- A meteorological facsimile signal digitization method, No. 200810041013.8.
- 多模式切換的人臉檢測裝置和方法, No.201210290850.0
- 一種適用於海防監控的海上紅外小目標的檢測方法,No.201510649705.0.
- 基於虛擬儀器的船舶組合導航及分析系, No.2012SR090764
- 基於labview的AIS信息解碼與分析系統, No.2011SR083302
- 基於多尺度相位信息的海難搜救目標檢測方法,201110092940.4
- 一種海上場景顯著性檢測方法,No.201210207271.5
- 一種港口汙染物顯著性檢測方法🎅🏻🧑🏼🦳,No.201310387277.X
- 基於頻譜奇異值分解的海上目標顯著性檢測方法,No.201310408461.8